On Pruning and Averaging Decision Trees

C4.5: Programs for Machine Learning

1992 • 24,077 citations

Untitled

1986 • 13,981 citations

Induction of decision trees

1986 • 11,428 citations

Classification and regression trees

1985 • 11,138 citations

UCI Repository of Machine Learning Databases

1994 • 1,832 citations

A Universal Prior for Integers and Estimation by Minimum Description Length

1983 • 1,688 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Tree-Based Models

2017 • 571 citations

Untitled

1989 • 467 citations

Learning classification trees

1992 • 397 citations

An empirical comparison of selection measures for decision-tree induction

1989 • 270 citations

A tree-based statistical language model for natural language speech recognition

1989 • 246 citations

An iterative growing and pruning algorithm for classification tree design

1991 • 229 citations

Untitled

1992 • 226 citations

Stochastic Complexity

1987 • 214 citations

Untitled

1993 • 205 citations

Multiple decision trees

1990 • 141 citations

A further comparison of splitting rules for decision-tree induction

1992 • 138 citations

Averaging over decision stumps

1994 • 29 citations

Deconstructing the Digit Recognition Problem

1992 • 19 citations

Combining decisions of multiple rules

1992 • 17 citations

Averaging over decision trees

1996 • 14 citations